{"id":"W2055365895","doi":"10.2164/jandrol.110.012534","title":"Diagnosis and Treatment of Azoospermia Resulting From Testicular Sarcoidosis","year":2012,"lang":"en","type":"article","venue":"Journal of Andrology","topic":"Sarcoidosis and Beryllium Toxicity Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; St. Joseph’s Healthcare Hamilton; St. Joseph's Hospital","funders":"","keywords":"Azoospermia; Medicine; Sarcoidosis; Infertility; Prednisone; Male infertility; Biopsy; Genitourinary system; Dermatology; Pathology; Surgery; Internal medicine; Pregnancy; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000310596,0.00009912268,0.0005087152,0.0001434571,0.00003660921,0.000005916884,0.00004710724,0.0001063291,0.0001419167],"category_scores_gemma":[0.0003232101,0.00006490276,0.0001331748,0.00009576005,0.0001149015,0.00007952796,0.0000230193,0.0001281575,0.000004224806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004941023,"about_ca_system_score_gemma":0.00005049711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001371698,"about_ca_topic_score_gemma":0.00000502268,"domain_scores_codex":[0.9989638,0.00008069564,0.0004094539,0.00008813509,0.0002156178,0.0002422486],"domain_scores_gemma":[0.9987946,0.0004864962,0.0002254025,0.0001213622,0.0001446523,0.0002275372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000438442,0.000797478,0.9244846,0.00001580861,0.0002487885,0.0000716484,0.0005349221,0.000001321546,0.04080785,0.00001504043,0.0002293402,0.03235473],"study_design_scores_gemma":[0.003658656,0.003795263,0.9277115,0.0001026984,0.0004561871,0.000764925,0.0001451992,0.00006524954,0.05940183,0.000074936,0.003743846,0.00007974954],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870341,0.01074625,0.00001342569,0.001754854,0.0001016946,0.00009106097,0.000008585771,0.000003080733,0.0002469521],"genre_scores_gemma":[0.9930023,0.004566866,0.001721564,0.0001127262,0.0005478055,0.000003444191,0.000002299666,0.00000964286,0.0000333567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03227498,"threshold_uncertainty_score":0.2646658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06191207796494743,"score_gpt":0.3415080751899491,"score_spread":0.2795959972250017,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}